Cognitive Cardiac Rehabilitation Using Iot And Ai Tools

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Cognitive Cardiac Rehabilitation Using IoT and AI Tools

Author : Bhowmick, Parijat
Publisher : IGI Global
ISBN 13 : 1668475626
Total Pages : 290 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Cognitive Cardiac Rehabilitation Using IoT and AI Tools by : Bhowmick, Parijat

Download or read book Cognitive Cardiac Rehabilitation Using IoT and AI Tools written by Bhowmick, Parijat and published by IGI Global. This book was released on 2023-06-27 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent times, research in human-focused robot technologies aims to bring social-emotional intelligence closer, which interconnects with human lifestyles. Among several areas that can benefit from it, the healthcare sector, which consists of many possible areas of therapeutic interposition, is the most vital. Further, there is always concern about patient adherence to cardiac rehabilitation. It is essential to understand the motivational factors affecting patient participation and compliance with cardiac rehabilitation by recognizing and understanding the nature of patient experiences. Cognitive Cardiac Rehabilitation Using IoT and AI Tools describes the application of AI techniques used to extract features from brain and heart signal data and to better efficiency compared to the existing methods. This book also describes the application of AI tools to classify disorders and better performance compared to the existing benchmarks. Covering topics such as cardiac rehabilitation, heart disease prediction, and online social media analytics, this premier reference source is an excellent resource for healthcare professionals, medical engineers, hospital administrators, students and educators of higher education, researchers, and academicians.

Transformation and Efficiency Enhancement of Public Utilities Systems: Multidimensional Aspects and Perspectives

Author : Gjorchev, Jordan
Publisher : IGI Global
ISBN 13 : 1668477319
Total Pages : 290 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Transformation and Efficiency Enhancement of Public Utilities Systems: Multidimensional Aspects and Perspectives by : Gjorchev, Jordan

Download or read book Transformation and Efficiency Enhancement of Public Utilities Systems: Multidimensional Aspects and Perspectives written by Gjorchev, Jordan and published by IGI Global. This book was released on 2023-06-29 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much remains to be known about public utilities system organization, efficiency, management, legislation, practices, and solutions worldwide, as well as the implications for sustainable development in different countries. Thus, a better understanding of the different management practices in public utilities across different contexts is needed to assess their impact on efficiency and sustainability, especially in the changed climate conditions. Transformation and Efficiency Enhancement of Public Utilities Systems: Multidimensional Aspects and Perspectives considers the necessity to transform public utilities systems towards sustainability and efficiency. This publication investigates the performance management process of public utility systems and evaluates the efficiency of public utilities to propose potential improvements. The book encourages amenable authorities to create more efficient and effective management systems and improve their performance. Additionally, it provides the government with a systemic approach to public utilities system transformation and development. Covering key topics such as public hygiene, sustainability, and environmental protection, this premier reference source is ideal for government officials, policymakers, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies

Author : Bhowmick, Parijat
Publisher : IGI Global
ISBN 13 :
Total Pages : 281 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies by : Bhowmick, Parijat

Download or read book Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies written by Bhowmick, Parijat and published by IGI Global. This book was released on 2024-04-23 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: The academic community is currently facing the challenge of navigating the complexities of swarm robotics. This field demands understanding the design, control, and coordination of autonomous robotic swarms. The intricacies of developing algorithms that facilitate communication, cooperation, and adaptation among simple individual agents remain a formidable obstacle. Addressing issues like task allocation, formation control, path planning, and decentralized decision-making are pivotal to unlocking the true potential of swarm robotics. Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies immerses readers in the cutting-edge realm of swarm robotics, a discipline inspired by the intricate choreography observed in biological systems like insect colonies, bird flocks, and fish schools. Encompassing a rich array of bio-inspired algorithms, mechanisms, and strategies, the text elucidates how robots can communicate, cooperate, and adapt within dynamic environments. The book propels robotics, automation, and artificial intelligence advancements by fostering interdisciplinary connections and charting a course toward more efficient and resilient multi-robot systems. This book is ideal for biologists, engineers, and computer scientists to join forces in unlocking the full potential of swarm robotics.

Handbook of Research on AI and ML for Intelligent Machines and Systems

Author : Gupta, Brij B.
Publisher : IGI Global
ISBN 13 :
Total Pages : 530 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Handbook of Research on AI and ML for Intelligent Machines and Systems by : Gupta, Brij B.

Download or read book Handbook of Research on AI and ML for Intelligent Machines and Systems written by Gupta, Brij B. and published by IGI Global. This book was released on 2023-11-27 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Research on AI and ML for Intelligent Machines and Systems offers a comprehensive exploration of the pivotal role played by artificial intelligence (AI) and machine learning (ML) technologies in the development of intelligent machines. As the demand for intelligent machines continues to rise across various sectors, understanding the integration of these advanced technologies becomes paramount. While AI and ML have individually showcased their capabilities in developing robust intelligent machine systems and services, their fusion holds the key to propelling intelligent machines to a new realm of transformation. By compiling recent advancements in intelligent machines that rely on machine learning and deep learning technologies, this book serves as a vital resource for researchers, graduate students, PhD scholars, faculty members, scientists, and software developers. It offers valuable insights into the key concepts of AI and ML, covering essential security aspects, current trends, and often overlooked perspectives that are crucial for achieving comprehensive understanding. It not only explores the theoretical foundations of AI and ML but also provides guidance on applying these techniques to solve real-world problems. Unlike traditional texts, it offers flexibility through its distinctive module-based structure, allowing readers to follow their own learning paths.

Pharmacological Benefits of Natural Agents

Author : Radhakrishnan, Narayanaswamy
Publisher : IGI Global
ISBN 13 : 1668467380
Total Pages : 462 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Pharmacological Benefits of Natural Agents by : Radhakrishnan, Narayanaswamy

Download or read book Pharmacological Benefits of Natural Agents written by Radhakrishnan, Narayanaswamy and published by IGI Global. This book was released on 2023-07-25 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many natural products are known to have health-promoting pharmaceutical activities. For example, capsaicin, curcumin, epigallocatechin, resveratrol, and quercetin have been reported to possess anti-inflammatory activity. Additionally, bioactive agents such as flavonoids, alkaloids, and terpenoids have shown a protective effect against diseases such as cancer, liver diseases, cardiovascular diseases, neurological disorders, diabetes mellitus, and more. Pharmacological Benefits of Natural Agents compiles the beneficial effects of bioactive natural agents with reference to many disease conditions and considers the challenges and future directions for their use. Covering key topics such as cancer, pharmaceutical activities, bioactive compounds, and treatments, this reference work is ideal for medical professionals, pharmacists, biologists, policymakers, researchers, scholars, practitioners, academicians, instructors, and students.

Experimental and Clinical Evidence of the Neuropathology of Parkinson’s Disease

Author : Draoui, Ahmed
Publisher : IGI Global
ISBN 13 : 1668451573
Total Pages : 475 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Experimental and Clinical Evidence of the Neuropathology of Parkinson’s Disease by : Draoui, Ahmed

Download or read book Experimental and Clinical Evidence of the Neuropathology of Parkinson’s Disease written by Draoui, Ahmed and published by IGI Global. This book was released on 2023-08-04 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parkinson’s disease is the second most common neurodegenerative disorder in the world after Alzheimer’s disease. Thanks to the pioneering works of Arvid Carlson in the 20th century identifying dopamine as the main neurochemical agent involved in Parkinson’s disease’s onset and progress, our understanding of the neuropathology has increased. The elaboration of L-Dopa as the first pharmacological treatment approach has brought new hope for curing or at least slowing the neurodegenerative progress and the decline of motor and cognitive functions in Parkinson’s disease patients. To date, imaging techniques along with genetic and biochemical tools have allowed scientists and clinicians to predict and diagnose the disease several years prior to the motor disorder’s appearance. Experimental and Clinical Evidence of the Neuropathology of Parkinson’s Disease sheds light on the history of Parkinson’s disease as well as the recent literature on the epidemiological data worldwide including the prevalence of the disease, the morbimortality rates, and the sex dimorphism and aging components. It addresses the current neuropathological evidence of Parkinson’s disease, including the latest discoveries in terms of neuropathology and treatments available or under clinical trials with the efficacy and limitations of each. Covering topics such as epidemiology, stem cells, and neuropathology, this premier reference source is an excellent resource for clinicians, physicians, epidemiologists, neuroscientists, microbiologists, biochemists, pharmacologists, toxicologists, medical professionals, nurses, medical students and educators, librarians, researchers, and academicians.

Multidisciplinary Applications of Natural Science for Drug Discovery and Integrative Medicine

Author : Aslam, Muhammad Shahzad
Publisher : IGI Global
ISBN 13 : 1668494647
Total Pages : 418 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Multidisciplinary Applications of Natural Science for Drug Discovery and Integrative Medicine by : Aslam, Muhammad Shahzad

Download or read book Multidisciplinary Applications of Natural Science for Drug Discovery and Integrative Medicine written by Aslam, Muhammad Shahzad and published by IGI Global. This book was released on 2023-07-10 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: The multidisciplinary applications of natural science in drug discovery are essential for identifying and developing new drugs and represent a promising area of research. Drug discovery is a complex and challenging process that involves multiple disciplines, including biology, chemistry, pharmacology, and medicine. One of the most interesting areas of drug discovery is using natural science, which involves the study of natural products and their potential therapeutic benefits, in which the research literature has previously been lacking appropriate attention. Multidisciplinary Applications of Natural Science for Drug Discovery and Integrative Medicine is a research book that bridges the gap between traditional and natural science approaches to identify new drug molecules in treating various diseases. The book focuses on allopathic and complementary medicine. It takes a cross-disciplinary examination of biology, chemistry, pharmacology, mathematics, physics, and medicine. This book is suitable for researchers, post-doctoral fellows, graduate students, and post-graduate students interested in exploring natural science's multidisciplinary applications in drug discovery and integrative medicine.

Natural Products as Cancer Therapeutics

Author : Radhakrishnan, Narayanaswamy
Publisher : IGI Global
ISBN 13 :
Total Pages : 409 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Natural Products as Cancer Therapeutics by : Radhakrishnan, Narayanaswamy

Download or read book Natural Products as Cancer Therapeutics written by Radhakrishnan, Narayanaswamy and published by IGI Global. This book was released on 2023-08-18 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of cancer therapeutics faces challenges like limited treatment options, adverse side effects, and drug resistance, leaving a critical gap in addressing this disease. Natural Products as Cancer Therapeutics explores the untapped potential of bioactive compounds derived from nature, providing a fresh perspective on cancer treatment. Authored by esteemed scholars, this book comprehensively examines these compounds and their diverse pharmacological benefits. With cutting-edge research, this book has the potential to revolutionize oncology by expanding treatment options and emphasizing the safety and efficacy of natural compounds. It empowers researchers, practitioners, and scholars to explore new avenues in cancer therapeutics, contributing to improved patient outcomes in the ongoing battle against cancer. Embracing the potential of natural products, this book offers a comprehensive and effective approach to combatting cancer.

Interpretable Cognitive Internet of Things for Healthcare

Author : Utku Kose
Publisher : Springer Nature
ISBN 13 : 3031086376
Total Pages : 203 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Interpretable Cognitive Internet of Things for Healthcare by : Utku Kose

Download or read book Interpretable Cognitive Internet of Things for Healthcare written by Utku Kose and published by Springer Nature. This book was released on 2023-06-26 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents research on how interpretable cognitive IoT can work to help with the massive amount of data in the healthcare industry. The authors give importance to IoT systems with intense machine learning features; this ensures the scope corresponds to use of cognitive IoT for understanding, reasoning, and learning from medical data. The authors discuss the interpretability of an intelligent system and its trustworthiness as a smart tool in the context of massive healthcare applications. As a whole, book combines three important topics: massive data, cognitive IoT, and interpretability. Topics include health data analytics for cognitive IoT, usability evaluation of cognitive IoT for healthcare, interpretable cognitive IoT for health robotics, and wearables in the context of IoT for healthcare. The book acts as a useful reference work for a wide audience including academicians, scientists, students, and professionals.

Integrating Artificial Intelligence and IoT for Advanced Health Informatics

Author : Carmela Comito
Publisher : Springer Nature
ISBN 13 : 3030911810
Total Pages : 188 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Integrating Artificial Intelligence and IoT for Advanced Health Informatics by : Carmela Comito

Download or read book Integrating Artificial Intelligence and IoT for Advanced Health Informatics written by Carmela Comito and published by Springer Nature. This book was released on 2022-02-10 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book covers the integration of Internet of Things (IoT) and Artificial Intelligence (AI) to tackle applications in smart healthcare. The authors discuss efficient means to collect, monitor, control, optimize, model, and predict healthcare data using AI and IoT. The book presents the many advantages and improvements in the smart healthcare field, in which ubiquitous computing and traditional computational methods alone are often inadequate. AI techniques are presented that play a crucial role in dealing with large amounts of heterogeneous, multi-scale and multi-modal data coming from IoT infrastructures. The book is intended to cover how the fusion of IoT and AI allows the design of models, methodologies, algorithms, evaluation benchmarks, and tools can address challenging problems related to health informatics, healthcare, and wellbeing.

Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death

Author : Nijalingappa, Pradeep
Publisher : IGI Global
ISBN 13 : 1799884457
Total Pages : 282 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death by : Nijalingappa, Pradeep

Download or read book Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death written by Nijalingappa, Pradeep and published by IGI Global. This book was released on 2022-06-24 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning approaches have great potential in increasing the accuracy of cardiovascular risk prediction and avoiding unnecessary treatment. The application of machine learning techniques may improve heart failure outcomes and management, including cost savings by improving existing diagnostic and treatment support systems. Additionally, artificial intelligence technologies can assist physicians in making better clinical decisions, enabling early detection of subclinical organ dysfunction, and improving the quality and efficiency of healthcare delivery. Further study on these innovative technologies is required in order to appropriately utilize the technology in healthcare. Leveraging AI Technologies for Preventing and Detecting Sudden Cardiac Arrest and Death provides insight into the causes and symptoms of sudden cardiac death and sudden cardiac arrest while evaluating whether artificial intelligence technologies can improve the accuracy of cardiovascular risk prediction. Furthermore, it consolidates the current open issues and future technology-driven solutions for sudden cardiac death and sudden cardiac arrest prevention and detection. Covering a number of crucial topics such as wearable sensors and smart technologies, this reference work is ideal for diagnosticians, IT specialists, data scientists, healthcare workers, researchers, academicians, scholars, practitioners, instructors, and students.

Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies

Author : Zhao, Jingyuan
Publisher : IGI Global
ISBN 13 : 1799868729
Total Pages : 570 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies by : Zhao, Jingyuan

Download or read book Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies written by Zhao, Jingyuan and published by IGI Global. This book was released on 2021-06-25 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, artificial intelligence (AI), the internet of things (IoT), and cognitive technologies have successfully been applied to various research domains, including computer vision, natural language processing, voice recognition, and more. In addition, AI with IoT has made a significant breakthrough and a shift in technical direction to achieve high efficiency and adaptability in a variety of new applications. On the other hand, network design and optimization for AI applications addresses a complementary topic, namely the support of AI-based systems through novel networking techniques, including new architectures, as well as performance models for IoT systems. IoT has paved the way to a plethora of new application domains, at the same time posing several challenges as a multitude of devices, protocols, communication channels, architectures, and middleware exist. Big data generated by these devices calls for advanced learning and data mining techniques to effectively understand, learn, and reason with this volume of information, such as cognitive technologies. Cognitive technologies play a major role in developing successful cognitive systems which mimic “cognitive” functions associated with human intelligence, such as “learning” and “problem solving.” Thus, there is a continuing demand for recent research in these two linked fields. The Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies discusses the latest innovations and applications of AI, IoT, and cognitive-based smart systems. The chapters cover the intersection of these three fields in emerging and developed economies in terms of their respective development situation, public policies, technologies and intellectual capital, innovation systems, competition and strategies, marketing and growth capability, and governance and relegation models. These applications span areas such as healthcare, security and privacy, industrial systems, multidisciplinary sciences, and more. This book is ideal for technologists, IT specialists, policymakers, government officials, academics, students, and practitioners interested in the experiences of innovations and applications of AI, IoT, and cognitive technologies.

Going Beyond the Traditional Tools of Implementation Science

Author : Kristin Thomas
Publisher : Frontiers Media SA
ISBN 13 : 2832542581
Total Pages : 175 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Going Beyond the Traditional Tools of Implementation Science by : Kristin Thomas

Download or read book Going Beyond the Traditional Tools of Implementation Science written by Kristin Thomas and published by Frontiers Media SA. This book was released on 2024-01-08 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Immersive Virtual and Augmented Reality in Healthcare

Author : Rajendra Kumar
Publisher : CRC Press
ISBN 13 : 1000964051
Total Pages : 222 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Immersive Virtual and Augmented Reality in Healthcare by : Rajendra Kumar

Download or read book Immersive Virtual and Augmented Reality in Healthcare written by Rajendra Kumar and published by CRC Press. This book was released on 2023-10-09 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book acts as a guide, taking the reader into the smart system domain and providing theoretical and practical knowledge along with case studies in smart healthcare. The book uses a blend of interdisciplinary approaches such as IoT, blockchain, augmented reality, and virtual reality for the implementation of cost-effective, real-time, and user-friendly solutions for healthcare problems. Immersive Virtual and Augmented Reality in Healthcare: An IoT and Blockchain Perspective presents the trends, best practices, techniques, developments, sensors, materials, and case studies that are using augmented and virtual reality environments with the state-of-the-art latest technologies like IoT, blockchain, and machine learning in the implementation of healthcare systems. The book focuses on the design and implementation of smart healthcare systems with major challenges to further explore more robust and efficient healthcare solutions in terms of low cost, faster algorithms, more sensitive IoT sensors, faster data communication, and real-time solutions for treatment. It discusses the use of virtual and augmented reality and how it can provide user-friendly and interactive communication within healthcare systems. Illustrated through case studies, the book conveys how different hospitals and healthcare equipment providers can adopt good practices found in the book to improve the performance/productivity of their staff and system. The content is rounded out by providing how IoT, blockchain, and artificial intelligence can provide the framework for designing and/or upgrading traditional healthcare systems by increasing security and data privacy. A valuable resource for engineers working with systems, the healthcare professionals involved in the design and development of healthcare devices and systems, researcher scholars, multidisciplinary scientists, students, and academics who are wishing to explore the use of virtual and augmented reality in new and existing healthcare systems.

Zero-Effort Technologies

Author : Jennifer Boger
Publisher : Springer Nature
ISBN 13 : 3031016033
Total Pages : 118 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Zero-Effort Technologies by : Jennifer Boger

Download or read book Zero-Effort Technologies written by Jennifer Boger and published by Springer Nature. This book was released on 2022-06-01 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces zero-effort technologies (ZETs), an emerging class of technologies that require little or no effort from the people who use them. ZETs use advanced computing techniques, such as computer vision, sensor fusion, decision-making and planning, machine learning, and the Internet of Things to autonomously perform the collection, analysis, and application of data about the user and/or his/her context. This book begins with an overview of ZETs, then presents concepts related to their development, including pervasive intelligent technologies and environments, design principles, and considerations regarding use. The book discusses select examples of the latest in ZET development before concluding with thoughts regarding future directions of the field.

Precision Medicine and Artificial Intelligence

Author : Michael Mahler
Publisher : Academic Press
ISBN 13 : 032385432X
Total Pages : 300 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Precision Medicine and Artificial Intelligence by : Michael Mahler

Download or read book Precision Medicine and Artificial Intelligence written by Michael Mahler and published by Academic Press. This book was released on 2021-03-12 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Medicine and Artificial Intelligence: The Perfect Fit for Autoimmunity covers background on artificial intelligence (AI), its link to precision medicine (PM), and examples of AI in healthcare, especially autoimmunity. The book highlights future perspectives and potential directions as AI has gained significant attention during the past decade. Autoimmune diseases are complex and heterogeneous conditions, but exciting new developments and implementation tactics surrounding automated systems have enabled the generation of large datasets, making autoimmunity an ideal target for AI and precision medicine. More and more diagnostic products utilize AI, which is also starting to be supported by regulatory agencies such as the Food and Drug Administration (FDA). Knowledge generation by leveraging large datasets including demographic, environmental, clinical and biomarker data has the potential to not only impact the diagnosis of patients, but also disease prediction, prognosis and treatment options. Allows the readers to gain an overview on precision medicine for autoimmune diseases leveraging AI solutions Provides background, milestone and examples of precision medicine Outlines the paradigm shift towards precision medicine driven by value-based systems Discusses future applications of precision medicine research using AI Other aspects covered in the book include regulatory insights, data analytics and visualization, types of biomarkers as well as the role of the patient in precision medicine

AI in Clinical Medicine

Author : Michael F. Byrne
Publisher : John Wiley & Sons
ISBN 13 : 1119790646
Total Pages : 597 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis AI in Clinical Medicine by : Michael F. Byrne

Download or read book AI in Clinical Medicine written by Michael F. Byrne and published by John Wiley & Sons. This book was released on 2023-05-01 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI IN CLINICAL MEDICINE An essential overview of the application of artificial intelligence in clinical medicine AI in Clinical Medicine: A Practical Guide for Healthcare Professionals is the definitive reference book for the emerging and exciting use of AI throughout clinical medicine. AI in Clinical Medicine: A Practical Guide for Healthcare Professionals is divided into four sections. Section 1 provides readers with the basic vocabulary that they require, a framework for AI, and highlights the importance of robust AI training for physicians. Section 2 reviews foundational ideas and concepts, including the history of AI. Section 3 explores how AI is applied to specific disciplines. Section 4 describes emerging trends, and applications of AI in medicine in the future. Readers will find that this book: Describes where AI is currently being used to change practice, and provides successful cases of AI approaches in specific medical domains. Dives into the actual implementation of AI in the healthcare setting, and addresses reimbursement, workforce, and many other practical issues. Addresses some of the unique challenges associated with AI in clinical medicine including ethical issues, as well as regulatory and privacy concerns. Includes bulleted lists of learning objectives, key insights, clinical vignettes, brief examples of where AI is successfully deployed, and examples of potential problematic uses of AI and possible risks. From radiology, to pathology, dermatology, endoscopy, robotics, virtual reality, and more, AI in Clinical Medicine: A Practical Guide for Healthcare Professionals explores all recent state-of-the-art developments in the field. It is an essential resource for a general medical audience across all disciplines, from students to clinicians, academics to policy makers.